Yelena Yesha

Affiliations:
  • University of Maryland, USA


According to our database1, Yelena Yesha authored at least 171 papers between 1987 and 2024.

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Bibliography

2024
Blockchains for Internet of Things: Fundamentals, Applications, and Challenges.
IEEE Netw., November, 2024

Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT.
CoRR, 2024

Efficient Data-Sketches and Fine-Tuning for Early Detection of Distributional Drift in Medical Imaging.
CoRR, 2024

Blockchain-Based Fine-Grained Access Control for Space Resource Sharing and Management.
Proceedings of the IGARSS 2024, 2024

2023
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images.
J. Digit. Imaging, August, 2023

Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders.
Frontiers Digit. Health, March, 2023

Enabling Quartile-based Estimated-Mean Gradient Aggregation As Baseline for Federated Image Classifications.
CoRR, 2023

Soft Merging: A Flexible and Robust Soft Model Merging Approach for Enhanced Neural Network Performance.
CoRR, 2023

Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Challenges and Issues in Data Science Education.
Computer, 2022

Bring Trust to Edge: Secure and Decentralized IoT Framework with BFT and Permissioned Blockchain.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

Apply Trust Computing and Privacy Preserving Smart Contracts to Manage, Share, and Analyze Multi-site Clinical Trial Data.
Proceedings of the International Conference on Deep Learning, 2022

2021
IDIOMS: Infectious Disease Imaging Outbreak Monitoring System.
Digit. Gov. Res. Pract., 2021

CCS-GAN: COVID-19 CT-scan classification with very few positive training images.
CoRR, 2021

Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network.
CoRR, 2021

Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis.
Int. J. Data Warehous. Min., 2020

Blockchains for Government: Use Cases and Challenges.
Digit. Gov. Res. Pract., 2020

Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening.
CoRR, 2020

Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN.
CoRR, 2020

Intrusion-Tolerant and Confidentiality-Preserving Publish/Subscribe Messaging.
Proceedings of the International Symposium on Reliable Distributed Systems, 2020

Active semi-supervised expectation maximization learning for lung cancer detection from Computerized Tomography (CT) images with minimally label training data.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Refactoring of Neural Network Models for Hyperparameter Optimization in Serverless Cloud.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Keynote: Using Blockchain to Empower Digital Government.
Proceedings of the dg.o '20: The 21st Annual International Conference on Digital Government Research, 2020

Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Automatic Tuning of Hyperparameters for Neural Networks in Serverless Cloud.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Hybrid Mortality Prediction using Multiple Source Systems.
CoRR, 2019

A Domain Adaptation Technique for Deep Learning in Cybersecurity.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Workshops, 2019

Scalability Analysis of Blockchain on a Serverless Cloud.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Collaborative data mining for clinical trial analytics.
Intell. Data Anal., 2018

Consolidating billions of Taxi rides with AWS EMR and Spark in the Cloud : Tuning, Analytics and Best Practices.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Target-Based, Privacy Preserving, and Incremental Association Rule Mining.
IEEE Trans. Serv. Comput., 2017

Cloud big data decision support system for machine learning on AWS: Analytics of analytics.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Iterative unified clustering in big data.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

YinMem: A distributed parallel indexed in-memory computation system for large scale data analytics.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata.
Proceedings of the 5th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2015

A database-based distributed computation architecture with Accumulo and D4M: An application of eigensolver for large sparse matrix.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

SQL-like big data environments: Case study in clinical trial analytics.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Unified framework for clinical data analytics (U-CDA).
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Collaborative data mining for clinical trial analytics.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Clinico-genomic Decision Support System for Precision Diagnostics and Management.
Proceedings of the AMIA 2015, 2015

Using Big Data to Evaluate the Association between Periodontal Disease and Rheumatoid Arthritis.
Proceedings of the AMIA 2015, 2015

2014
Automating Cloud Services Life Cycle through Semantic Technologies.
IEEE Trans. Serv. Comput., 2014

Integrating domain knowledge in supervised machine learning to assess the risk of breast cancer.
Int. J. Medical Eng. Informatics, 2014

Personalized Decision Support System to Enhance Evidence Based Medicine through Big Data Analytics.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

A Scalable System for Community Discovery in Twitter During Hurricane Sandy.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013
Personal Web in Healthcare.
Proceedings of the Handbook of Medical and Healthcare Technologies, 2013

Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy.
IEEE Trans. Knowl. Data Eng., 2013

A policy-based cloud broker for the VCL platform.
Int. J. Cloud Comput., 2013

Epidemiological Data Analysis in TerraFly Geo-spatial Cloud.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

SksOpen: Efficient Indexing, Querying, and Visualization of Geo-spatial Big Data.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012
Special Issue: Exploring the frontiers of computing science and technology: efficiently utilizing multicore and many-core processors.
Concurr. Comput. Pract. Exp., 2012

A Methodology for Ontology Evaluation Using Topic Models.
Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012

Sub-cellular feature detection and automated extraction of collocalized actin and myosin regions.
Proceedings of the ACM International Health Informatics Symposium, 2012

Detection of unsafe action from laparoscopic cholecystectomy video.
Proceedings of the ACM International Health Informatics Symposium, 2012

Detecting Healthcare Fraud through Patient Sharing Schemes.
Proceedings of the Information Systems, Technology and Management, 2012

Finding associations among SNPS for prostate cancer using collaborative filtering.
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012

Workshop on Analytics for Big Data Generated by Healthcare and Personalized Medicine Domain.
Proceedings of the Center for Advanced Studies on Collaborative Research, 2012

2011
Distinguishing Provenance Equivalence of Earth Science Data.
Proceedings of the International Conference on Computational Science, 2011

Target-based privacy preserving association rule mining.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Second Symposium on the Personal Web.
Proceedings of the Center for Advanced Studies on Collaborative Research, 2011

Genetic information for chronic disease prediction.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010
Tracking provenance of earth science data.
Earth Sci. Informatics, 2010

Provenance Artifact Identification in the Atmospheric Composition Processing System (ACPS).
Proceedings of the 2nd Workshop on the Theory and Practice of Provenance, 2010

Target-based database synchronization.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Image classification of vascular smooth muscle cells.
Proceedings of the ACM International Health Informatics Symposium, 2010

Smart Services.
Proceedings of the Smart Internet - Current Research and Future Applications, 2010

Smart Interactions.
Proceedings of the Smart Internet - Current Research and Future Applications, 2010

Overview of the Smart Internet.
Proceedings of the Smart Internet - Current Research and Future Applications, 2010

Motivation.
Proceedings of the Smart Internet - Current Research and Future Applications, 2010

User-Centric Smart Services in the Cloud.
Proceedings of the Smart Internet - Current Research and Future Applications, 2010

New methods for clinical decision support in hospitals.
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010

First symposium on the Personal Web.
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010

COVER model pivot view indexing for efficient XML data management.
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010

Scientific Services on the Cloud.
Proceedings of the Handbook of Cloud Computing., 2010

2009
Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies.
IEEE Trans. Geosci. Remote. Sens., 2009

Special Issue: Exploring the Frontiers of Computing Science and Technology: Adapting Emerging Multi- and Many-core Processors.
Concurr. Comput. Pract. Exp., 2009


Sensor-based support of clinical contexts in hospitals.
Proceedings of the 2009 conference of the Centre for Advanced Studies on Collaborative Research, 2009

2008
Threshold-based intrusion detection in ad hoc networks and secure AODV.
Ad Hoc Networks, 2008

Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Second Space: A Generative Model for the Blogosphere.
Proceedings of the Second International Conference on Weblogs and Social Media, 2008

2007
A Pervasive Computing System for the Operating Room of the Future.
Mob. Networks Appl., 2007

Service Oriented Atmospheric Radiances (SOAR) - A Web Service Research Tool for the Gridding and Synthesis of Multi-Sensor Satellite Radiance Data for Weather and Climate Studies.
Proceedings of the WEBIST 2007, 2007

Sensor Web Design Studies for Realtime Dynamic Congestion Pricing.
Proceedings of the Fifth Annual IEEE International Conference on Pervasive Computing and Communications, 2007

A Ubiquitous Context-Aware Environment for Surgical Training.
Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2007), 2007

On the Structure, Properties and Utility of Internal Corporate Blogs.
Proceedings of the First International Conference on Weblogs and Social Media, 2007

2006
Toward Distributed Service Discovery in Pervasive Computing Environments.
IEEE Trans. Mob. Comput., 2006

Keyframe-based video summarization using Delaunay clustering.
Int. J. Digit. Libr., 2006

Querying in Packs: Trustworthy Data Management in <i>Ad Hoc</i> Networks.
Int. J. Wirel. Inf. Networks, 2006

A framework for specification and performance evaluation of service discovery protocols in mobile ad-hoc networks.
Ad Hoc Networks, 2006

Integrating service discovery with routing and session management for ad-hoc networks.
Ad Hoc Networks, 2006

Policy Management of Enterprise Systems: A Requirements Study.
Proceedings of the 7th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2006), 2006

A Data Intensive Reputation Management Scheme for Vehicular Ad Hoc Networks.
Proceedings of the 3rd Annual International ICST Conference on Mobile and Ubiquitous Systems: Computing, 2006

Challenges in eGovernment technology transfer.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Fuzzy SVM Ensembles for Relevance Feedback in Image Retrieval.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Collaborative joins in a pervasive computing environment.
VLDB J., 2005

Service Composition for Mobile Environments.
Mob. Networks Appl., 2005

Using multi-agent simulation to understand trading dynamics of a derivatives market.
Ann. Math. Artif. Intell., 2005

Active collaborations for trustworthy data management in ad hoc networks.
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005

On Homeland Security and the Semantic Web: A Provenance and Trust Aware Inference Framework.
Proceedings of the AI Technologies for Homeland Security, 2005

2004
On Data Management in Pervasive Computing Environments.
IEEE Trans. Knowl. Data Eng., 2004

Service Discovery in Agent-Based Pervasive Computing Environments.
Mob. Networks Appl., 2004

A clickstream-based collaborative filtering personalization model: towards a better performance.
Proceedings of the Sixth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2004), 2004

A distributed service composition protocol for pervasive environments.
Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

In Reputation We Believe: Query Processing in Mobile Ad-Hoc Networks.
Proceedings of the 1st Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2004), 2004

Automatic video summarization for wireless and mobile environments.
Proceedings of IEEE International Conference on Communications, 2004

2003
Guest editorial.
VLDB J., 2003

P2P M-commerce in pervasive environments.
SIGecom Exch., 2003

On Using a Warehouse to Analyze Web Logs.
Distributed Parallel Databases, 2003

Using Peer-to-Peer Data Routing for Infrastructure-Based Wireless Networks.
Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom'03), 2003

Science Investigation System for Telescopes in Education Research.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

Neighborhood-Consistent Transaction Management for Pervasive Computing Environments.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

eNcentive: a framework for intelligent marketing in mobile peer-to-peer environments.
Proceedings of the 5th International Conference on Electronic Commerce, 2003

2002
Centaurus: An Infrastructure for Service Management in Ubiquitous Computing Environments.
Wirel. Networks, 2002

Editorial.
Int. J. Digit. Libr., 2002

Virtual Telescopes in Education.
J. Digit. Inf., 2002

On experiments with a transport protocol for pervasive computing environments.
Comput. Networks, 2002

Me-Services: A Framework for Secure & Personalized Discovery, Composition and Management of Services in Pervasive Environments.
Proceedings of the Web Services, 2002

GSD: a novel group-based service discovery protocol for MANETS.
Proceedings of The Fourth IEEE Conference on Mobile and Wireless Communications Networks, 2002

A Reactive Service Composition Architecture for Pervasive Computing Environments.
Proceedings of the Mobile and Wireless Communications, 2002

Middleware for Mobile Information Access.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002

Profile Driven Data Management for Pervasive Environments.
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002

2001
Modeling Moving Objects for Location Based Services.
Proceedings of the Developing an Infrastructure for Mobile and Wireless Systems, 2001

Agents, Mobility, and M-services: Creating the Next Generation Applications and Infrastructure on Mobile Ad-Hoc Networks.
Proceedings of the Developing an Infrastructure for Mobile and Wireless Systems, 2001

2000
Relational Transducers for Electronic Commerce.
J. Comput. Syst. Sci., 2000

Strategies for maximizing seller's profit under unknown buyer's valuations.
Inf. Sci., 2000

1999
Footprint handover rerouting protocol for low Earth orbit satellite networks.
Wirel. Networks, 1999

Medium access control protocols for multimedia traffic in wireless networks.
IEEE Netw., 1999

Updating and Querying Databases that Track Mobile Units.
Distributed Parallel Databases, 1999

Warehousing and Mining Web Logs.
Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999

Tracking Moving Objects Using Database Technology in DOMINO.
Proceedings of the Next Generation Information Technologies and Systems, 1999

1998
Towards a Theory of Cost Management for Digital Libraries and Electronic Commerce.
ACM Trans. Database Syst., 1998

Electronic Commerce: Tutorial.
Proceedings of the SIGMOD 1998, 1998

Maximizing Seller's Profit for Electronic Commerce.
Proceedings of the Trends in Distributed Systems for Electronic Commerce, 1998

EDI Through A Distributed Information Systems Approach.
Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998

1997
Analytical Performance Modeling of Hierarchical Mass Storage Systems.
IEEE Trans. Computers, 1997

Pythia and Pythia/WK: Tools for the Performance Analysis of Mass Storage Systems.
Softw. Pract. Exp., 1997

Globalizing Business, Education, Culture Through the Internet.
Commun. ACM, 1997

Evolving Databases: An Application to Electronic Commerce.
Proceedings of the International Database Engineering and Applications Symposium, 1997

1996
Guest Editors' Introduction: Special Section on Digital Libraries.
IEEE Trans. Knowl. Data Eng., 1996

Minimizing message complexity of partially replicated data on hypercubes.
Networks, 1996

Strategic Directions in Electronic Commerce and Digital Libraries: Towards a Digital Agora.
ACM Comput. Surv., 1996

Scheduling Tree DAGs on Parallel Architectures.
Algorithmica, 1996

An Analytic Model of Hierachical Mass Storage Systems with Network-Attached Storage Devices.
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1996

1995
ALIBI: a novel approach to resource discovery.
Internet Res., 1995

A Lower Bound on the Probability of Conflict Under Nonuniform Access in Database Systems.
Algorithmica, 1995

An Approximate Performance Model of a Unitree Mas Storage System.
Proceedings of the Fourteenth IEEE Symposium on Mass Storage Systems, 1995

1994
On a Unified Framework for the Evaluation of Distributed Quorum Attainment Protocols.
IEEE Trans. Software Eng., 1994

Optimal Allocation for Partially Replicated Database Systems on Ring Networks.
IEEE Trans. Knowl. Data Eng., 1994

Guest editors' corner.
J. Syst. Softw., 1994

Probalistic Analysis of Transaction Blocking under Arbitrary Data Access Distribution in Database System.
Inf. Sci., 1994

Managing Read-Only Data on Arbitrary Networks with Fully Distributed Caching.
Int. J. Cooperative Inf. Syst., 1994

Electronic Commerce: An Overview.
Proceedings of the Electronic Commerce, 1994

Overview.
Proceedings of the Electronic Commerce, 1994

Some Key Issues in Database Systems in a Digital Library Setting.
Proceedings of the Digital Libraries: Current Issues, 1994

The Role of the Database Community in the National Information Infrastructure.
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994

1993
Extensions to the C Programming Language for Enhanced Fault Detection.
Softw. Pract. Exp., 1993

On Temporal Modeling in the Context of Object Databases.
SIGMOD Rec., 1993

Towards Flexible Distributed Information Retrieval.
Proceedings of the Advanced Database Systems, 1993

Algorithms for a Core and k-Tree Core of a Tree.
J. Algorithms, 1993

An O(sqr N) Token Based Distributed Mutual Exclusion Algorithm.
Informatica (Slovenia), 1993

Information and Knowledge Management: Guest Editors' Introduction.
Int. J. Cooperative Inf. Syst., 1993

An Efficient Management of Read-Only Data in a Distributed Information System.
Int. J. Cooperative Inf. Syst., 1993

An Information Retrieval System for Network Resources.
Proceedings of the NGITS' 93, 1993

Properties of Networked Information Retrieval with ALIBI.
Proceedings of the CIKM 93, 1993

1992
Algorithms for a K-Tree Core of a Tree.
Proceedings of the Computing and Information, 1992

1988
A Polynomial Algorithm for Computation of the Probability of Conflicts in a Database Under Arbitrary Data Access Distribution.
Inf. Process. Lett., 1988

1987
Analysis of Transaction Blocking in Arbitrary Data Access Distribution in Database Systems.
Proceedings of the Computer Performance and Reliability, 1987


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